Friday, 14 November 2014

Call for Papers CEC2015 Special Session "Evolutionary Exploration of Design Spaces"

Special Session for IEEE CEC 2015.

AIM

The aim of this special session is to serve scientists and practitioners, who are dealing with Design Space Exploration (DSE), to exchange ideas about DSE, and about methods to overcome the computational challenge that is inherent to it.

SCOPE

The scope of this special session includes:

  • Evolutionary and hybrid search algorithms for DSE
  • Multi-objective  and many-objective DSE (multiobjectivization)
  • Multi-scenario-based DSE
  • Novelty based DSE
  • Problem formulation and re-formulation
  • Evolving design scenarios
  • Subspaces as design concepts (conceptual solutions)
  • Preference of sub-spaces and conceptual designs (concepts)
  • Design-space representations and automated concept generation
  • Mixed methods from Machine Learning, EC, and Multi-criteria Decision Making
  • Knowledge discovery and knowledge confirmation
  • Extraction of design rules and innovization
  • Extraction of creative conceptual and particular solutions
  • In-process visualization and signaling
  • Interactive setting of search parameters
  • Handling of multi-modality in DSE
  • DSE with uncertainties
  • DSE and the Toyota 2nd Paradox (set-based concurrent engineering)
  • Complexity and efficiency
  • Surrogate models for DSE
  • Parallel processing for DSE
  • Taxonomy and characteristics of DSE systems
  • Demonstration of DSE with real-life problems
  • DSE for educating novice engineers
  • Model validation with DSE
  • Any other relevant topic

IMPORTANT DATES

Paper Submission Deadline: December 19, 2014
Paper Acceptance Notification: February 20, 2015
Final Paper Submission Deadline: March 13, 2015
Early Registration: March 13, 2015
Conference Dates: May 25-28, 2015

SUBMISSION

Please submit your paper via  online submission system.
Please follow the IEEE CEC2015 instruction for authors. 
Please specify that your paper is for the SS54 on Evolutionary Exploration of Design Spaces.

ORGANIZERS

Amiram (Ami) Moshaiov, Tel-Aviv University,  moshaiov (at) eng.tau.ac.il
Kalyanmoy Deb, Michigan State University, 

ADDITIONAL INFORMATION

For more details and up-to-date news, please visit our workshop web site at

    http://www.eng.tau.ac.il/~moshaiov/ieee-cec-2015

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